Validation Accuracy remains constant while training VGG?
Ok, I solved this problem
The simple thing was that learning rate was too big
I changed the code to this
LR = batch_size/((z+1)*100000)
LR=LR/3

instead of
LR = batch_size/((z+1)*1000)
LR=LR/3

and it seems to work well